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Application of Operational Research basics: Combinatorial Optimization (6)-Approximate algorithm selection (4)

, this will just have 2 points to become the singularity, and the fixed point must be in these 2 points;4. In this way $T \cup m$ is a picture with Oralu, short-cutting method to turn Oralu into Hamilton Road.This algorithm $k \in \{0, 1\}$ is a 1.5 approximation algorithm. The following is proof.$k = 0$The proof thought is similar to the TSP. Assuming a $2t$ singularity on the optimal solution, it can be split into two matches: 1-2, 3-4, ..., (

Python's BeautifulSoup tag lookup and information extraction

First, find a label(1) Find all a tags>>> forXinchSoup.find_all ('a'): Print (x)class="Sister"href="Http://example.com/elsie"Id="Link1">elsieclass="Sister"href="Http://example.com/lacie"Id="Link2">lacieclass="Sister"href="Http://example.com/tillie"Id="Link3">Tillie(2) Find all a tags, and the attribute value href need to protect the keyword "" for in Soup.find_all ('a', href = re.compile ('lacie' ): pr

Read the HTML tree of BeautifulSoup Official document search (1)

False, then the label with the true result is selected, and even a regular expression can be passed.Soup.find_all ('b')#[ImportRe forTaginchSoup.find_all (Re.compile ("^b")): Print(Tag.name)#Body#bSoup.find_all (["a","b"])#[# " id= "Link1" >ELSIE# " id= "Link2" >LACIE#defhas_class_but_no_id (tag):returnTag.has_attr ('class') and notTag.has_attr ('ID') Soup.find_all (has_class_but_no_id)#[##Any unrecognized parameter will be converted to the tag's

Python crawler---beautifulsoup (1)

BeautifulSoup is a tool for parsing crawled content, and its find and Find_all methods are useful. And after parsing, it will form a tree structure, for the Web page form a similar to the JSON format of the Key-value, it is easier and more convenient for the content of the Web page operation.  Download the library without much to say, using the python pip, directly inside the cmd execute pip install BeautifulSoup can  First copy the document description, the code is copied over, as follows fromB

Python crawler's analytic library beautiful Soup

dormouse ' s story#Print the P tag in soup, but here's the first one you can find#print (SOUP.P)##Print the P tag class name in soup, but here's the first one you can find#Print (soup.p[' class '],type (Soup.p[' class '))#[' title '] #print the A tag in soup, but here's the first one you can find#print (SOUP.A)# " id= "Link1" >Elsie#Print all the A labels#Print (Soup.find_all (' a '))#[ " id= "Link1" >ELSIE# " id= "Link2" >LACIE##Print a id=link3 lab

"Go" Linux terminal commands shortcut keys

differ)ctrl+c= termination# Alt +# Alt + >-Move to the last# Alt +? -Show Current Completion listAfter a word is used, displays the list of commands that can be used in the beginning of the word, including this directory# Alt + *-Insert all possible completions# ALT +/-attempt to complete filename# Alt +. -Yank last argument to previous commandLast parameter of previous command# Alt + c-capitalize the wordCapitalize the first letter of the word where the cursor is located# Alt + d-delete WordDe

Xshell Quick Connect button

keyboard bindings. I think this series is more practical.Here "2T" means press TAB twice$2t-all available commands (common)//command line completion, I think it's Bash's best use.$ (String) 2t-all available commands starting with (string)$/2t-entire directory structure including Hidden one$./

Xshell shortcut keys (very practical)

specific key bindings:Enter Bind-p to see all the keyboard bindings. I think this series is more practical.Here "2T" means press TAB twice$2t-all available commands (common)//command line completion, I think it's Bash's best use.$ (String) 2t-all available commands starting with (string)$/2t-entire directory structure

How to print a matrix

x direction to the right is positive, the y direction downward is positive. For example: 7 coordinates ( -1,-1), 2 coordinates (1,0), and 3 coordinates (.). The programming implementation input any point coordinates (x, y), output the corresponding number, or enter any number, output the coordinates of the number.Analysis: The law can be seen, the problem is how to use it. It's obvious that this queue is scaled out clockwise, and we can think of it as one layer at a stretch. The No. 0 level is

Xshell shortcut keys

keyboard bindings. I think this series is more practical.Here "2T" means press TAB twice$2t-all available commands (common)//command line completion, I think it's Bash's best use.$ (String) 2t-all available commands starting with (string)$/2t-entire directory structure including Hidden one$./

Xshell shortcut keys (very practical)

keyboard bindings. I think this series is more practical.Here "2T" means press TAB twice$2t-all available commands (common)//command line completion, I think it's Bash's best use.$ (String) 2t-all available commands starting with (string)$/2t-entire directory structure including Hidden one$./

Use LaCieLightScribeLabeler in Ubuntu to burn light

There are a lot of LightScribeLabeler production software on Windows, such as SonicExpressLabeler, NeroCoverDesiner, SureThingCDLabeler, RoxioEasyMediaCreator (only NeroCoverDesigner), because Windows XP of VirtualBox cannot recognize its own Recorder, you cannot use many LightScribe Labeler production software on the NeroCoverD Windows platform, such as Sonic Express Labeler, Nero Cover Desiner, SureThing CD Labeler, and Roxio Easy Media Creator (only used Nero Cover Designer ), because Windows

Beautiful Soup Third Party crawler Plugin

Bdist_eggrunning egg_infowriting requirements to Beautifulsoup4.egg-info/requires.txt ...Under test[Email protected]:~/soft/python-source/beautifulsoup4-4.4.1$ Pythonpython2.7.8 (Default, Oct 20 2014, 15:05:19) [GCC4.9.1] on Linux2type" Help","Copyright","credits" or "License" forMore information.>>> fromBs4ImportBeautifulSoup>>>Introducing the BeautifulSoup package into the Python environment, as shown above, demonstrates success.See examples directly:#!/usr/bin/python#-*-Coding:utf-8-*-From

Use of BS4 (BEAUTIFULSOUP4)--find_all ()

, a regular expression, a list, and True. See Example:Soup.find_all (text= "Elsie") # [u ' Elsie ']soup.find_all (text=["Tillie", "Elsie", "Lacie"]) # [u ' Elsie ', U ' Lacie ', U ' Tillie ']soup.find_all (text=re.compile ("Dormouse")) [u "the Dormouse ' s story", U "the Dormouse's story"]def Is_the_only_ String_within_a_tag (s): "" "Return True if this string was the only child of its parent tag." "

Python crawler (14) _BEAUTIFULSOUP4 Parser

Sisters; and their names were and " id= "Link3" >Tillieand they lived at the bottom of a well."""#创建 Beautiful Soup ObjectsSoup=BeautifulSoup (HTML)#打开本地 HTML file to create an object#soup = beautifulsoup (open (' index.html '))#格式化输出 the contents of a Soup objectPrintSoup.prettify ()Operation Result: The Dormouse ' s story class="title"name="Dromouse"> The Dormouse ' s story class="Story">Once upon a time there were three Little sisters; and their names wereclass="Sister"href="Http:/

Python crawler series (vi): Search the document tree

) = = 6Soup.find_all (Class_=has_six_characters)The class property of tag is a multivalued property. When searching for tags by CSS class name, you can search each CSS class name in tag individually:Css_soup = BeautifulSoup (' Css_soup.find_all ("P", class_= "strikeout")Css_soup.find_all ("P", class_= "body")You can also search for the class property exactly by CSS valuesCss_soup.find_all ("P", class_= "body strikeout")If the order of the CSS class name does not match the actual value of class,

The Python BeautifulSoup uses the method detailed _python

See examples directly: Copy Code code as follows: #!/usr/bin/python #-*-Coding:utf-8-*- From BS4 import BeautifulSoup Html_doc = "" " And they lived at the bottom of a well.""" Soup = BeautifulSoup (Html_doc) Print Soup.title Print Soup.title.name Print soup.title.string Print SOUP.P Print Soup.a Print Soup.find_all (' a ') Print Soup.find (id= ' Link3 ') Print Soup.get_text () The results are: Copy Code code as follows: Title The Dormouse ' s story

BIOS with UEFI, MBR, and GPT introduction

Operation steps:UEFI is the "Unified Extensible Firmware Interface" that replaces the traditional BIOS. MBR is the traditional partition table type, the biggest disadvantage is not to support the capacity of more than 2T hard disk. GPT makes up the disadvantage of MBR, which supports up to 18EB hard disks and is a UEFI-based disk partitioning scheme.MBR is currently supported on all Windows systems, and GPT is supported only by 64-bit systems. The BIO

Algorithmic Improvements | Determining prime numbers in the Java language

+2 = 2 (3k+2), 6k+3 = 3 (2k+1), 6k+4 = 2 (3k+2) are composite, and then remove 6k itself, Prime numbers greater than or equal to 5 can therefore be represented as 6k+1 and 6k+5 (when x is greater than or equal to 6 o'clock, 6k+5 and 6k-1 can represent the same number).Mathematical proofs Prime number x is greater than or equal to 5, then it must not be a multiple of 3, nor a multiple of 2. If a natural number is not a multiple of 3, there are two cases, set x=3p+1 or x=3p+2 (p>1)

[Fourier transform and its application study notes] nine. Continuation of the convolution discussion

) = (2\pi is) ^n (\eta f) (s) $Thermal equation on an infinitely long columnThe $U (x,t) $ represents the time $t$, the temperature on the position $x$.The known initial temperature is $u (x,0) = f (x) $, and the thermal equation is $u_t = \frac{1}{2}u_{xx}$.The solution for $U (x,t) $ is as follows:The position variable is $x$ Fourier transform, assuming that the result of the transformation is $u (s,t) $.Fourier transform to the left of the equation of heat,$\begin{align*}\eta (u_t)= \int_{-\i

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